{"id":"W4232131271","doi":"10.1007/978-3-642-22324-2","title":"Mechatronic Systems","year":2011,"lang":"en","type":"book","venue":"","topic":"Mechatronics Education and Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Mechatronics; Computer science; Systems engineering; Control engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001745919,0.00149241,0.0007769961,0.001219598,0.0007896891,0.002142569,0.0008944225,0.0009952642,0.1217254],"category_scores_gemma":[0.000422673,0.0005419359,0.0005221753,0.001133938,0.0006459927,0.001930088,0.001868004,0.001769827,0.07603746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007012974,"about_ca_system_score_gemma":0.0006098304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874528,"about_ca_topic_score_gemma":0.003507816,"domain_scores_codex":[0.9995787,0.00002747292,0.00001457825,0.00006239354,0.000292809,0.00002412343],"domain_scores_gemma":[0.9998871,0.0000215878,0.000004741131,0.00003156713,0.00004652381,0.000008479486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002335401,0.0000331429,0.0001191896,0.0003705722,0.000018477,0.0001258807,0.0001769005,0.003758481,0.006056454,0.0960626,0.3038855,0.5893696],"study_design_scores_gemma":[0.000002948007,0.00001493274,0.0002260419,0.00008821242,0.000005826908,0.0002082763,0.00003363463,0.002374762,0.001081968,0.01340111,0.9825524,0.000009886406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007248643,0.006905749,0.08370597,0.0005245794,0.001357526,0.00008436118,0.0003821047,0.001763976,0.904551],"genre_scores_gemma":[0.005448787,0.00361369,0.009154025,0.0002560857,0.0001377892,0.00006588475,0.0005423862,0.0002296104,0.9805517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1217254,"threshold_uncertainty_score":0.407212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772720387873943,"score_gpt":0.1990487231963901,"score_spread":0.1813215193176507,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}